Instead of using semantic information, Pomerleau et al.  [1]} proposes a method to infer the dominant motion patterns within the map by storing the time history of velocities.
In contrast to our approach, their method requires a given global map to estimate the velocities of points in the current scan. Furthermore, their robot pose estimate is assumed to be rather accurate.
